Paper Info
Title
A Case For Integrated Data Processing In Large-Scale Cyber-Physical Systems
Abstract
Large-scale cyber-physical systems such as manufacturing lines generate vast amounts of data to guarantee precise control of their machinery. Visions such as the Industrial Internet of Things aim at making this data available also to computation systems outside the lines to increase productivity and product quality. However, rising amounts and complexities of data and control decisions push existing infrastructure for data transmission, storage, and processing to its limits. In this paper, we exemplarily study a fine blanking line which can produce up to 6.2 Gbit/s worth of data to showcase the extreme requirements found in modern manufacturing. We consequently propose integrated data processing which keeps inherently local and small-scale tasks close to the processes while at the same time centralizing tasks relying on more complex decision procedures and remote data sources. Our approach thus allows for both maintaining control of field-level processes and leveraging the benefits of "big data" applications.
Year
DOI
Venue
2019
10.24251/hicss.2019.871
PROCEEDINGS OF THE 52ND ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES
Field
DocType
Citations 
Data science,Data processing,Software technology,Computer science,Knowledge management,Cyber-physical system
Conference
0
PageRank 
References 
Authors
0.34
0
7
Name
Order
Citations
PageRank
René Glebke1145.04
Martin Henze229524.86
Klaus Wehrle31062105.97
Philipp Niemietz4132.72
Daniel Trauth5164.55
Patrick Mattfeld600.34
Thomas Bergs700.68